Overview
Brought to you by YData
Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 3905 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.7 MiB |
| Average record size in memory | 712.1 B |
Variable types
| Numeric | 9 |
|---|---|
| Text | 5 |
| Categorical | 6 |
| Boolean | 1 |
Result has constant value "Pass" | Constant |
Backlog is highly overall correlated with Total | High correlation |
CGPA is highly overall correlated with Overall Category and 2 other fields | High correlation |
Credit is highly overall correlated with External and 2 other fields | High correlation |
External is highly overall correlated with Credit and 5 other fields | High correlation |
Grade is highly overall correlated with External and 2 other fields | High correlation |
Internal is highly overall correlated with Credit and 2 other fields | High correlation |
Overall Category is highly overall correlated with CGPA and 2 other fields | High correlation |
Percentage is highly overall correlated with CGPA and 2 other fields | High correlation |
Point is highly overall correlated with External and 2 other fields | High correlation |
Semester is highly overall correlated with External and 1 other fields | High correlation |
Total is highly overall correlated with Backlog and 6 other fields | High correlation |
Total Marks is highly overall correlated with CGPA and 2 other fields | High correlation |
Backlog is highly imbalanced (81.4%) | Imbalance |
Total has 111 (2.8%) zeros | Zeros |
Reproduction
| Analysis started | 2025-06-08 03:13:31.686600 |
|---|---|
| Analysis finished | 2025-06-08 03:14:01.052826 |
| Duration | 29.37 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Seat No
Real number (ℝ)
| Distinct | 63 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2203445.6 |
| Minimum | 2201036 |
|---|---|
| Maximum | 2207074 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.0 KiB |
Quantile statistics
| Minimum | 2201036 |
|---|---|
| 5-th percentile | 2203058 |
| Q1 | 2203085 |
| median | 2203482 |
| Q3 | 2203499 |
| 95-th percentile | 2203511 |
| Maximum | 2207074 |
| Range | 6038 |
| Interquartile range (IQR) | 414 |
Descriptive statistics
| Standard deviation | 783.8584 |
|---|---|
| Coefficient of variation (CV) | 0.00035574212 |
| Kurtosis | 13.536672 |
| Mean | 2203445.6 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | 2.8686726 |
| Sum | 8.604455 × 109 |
| Variance | 614434 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 2201036 | 62 | 1.6% |
| 2203499 | 62 | 1.6% |
| 2203485 | 62 | 1.6% |
| 2203486 | 62 | 1.6% |
| 2203487 | 62 | 1.6% |
| 2203488 | 62 | 1.6% |
| 2203490 | 62 | 1.6% |
| 2203491 | 62 | 1.6% |
| 2203492 | 62 | 1.6% |
| 2203493 | 62 | 1.6% |
| Other values (53) | 3285 |
| Value | Count | Frequency (%) |
| 2201036 | 62 | |
| 2203050 | 62 | |
| 2203054 | 62 | |
| 2203058 | 62 | |
| 2203073 | 62 | |
| 2203074 | 61 | |
| 2203075 | 62 | |
| 2203076 | 62 | |
| 2203077 | 62 | |
| 2203078 | 62 |
| Value | Count | Frequency (%) |
| 2207074 | 62 | |
| 2207071 | 62 | |
| 2205321 | 62 | |
| 2203511 | 62 | |
| 2203510 | 62 | |
| 2203509 | 62 | |
| 2203508 | 62 | |
| 2203507 | 62 | |
| 2203506 | 62 | |
| 2203505 | 62 |
Name
Text
| Distinct | 63 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 299.1 KiB |
Length
| Max length | 28 |
|---|---|
| Median length | 24 |
| Mean length | 21.443278 |
| Min length | 14 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | LANDGE SAKSHI CHANGDEV |
|---|---|
| 2nd row | LANDGE SAKSHI CHANGDEV |
| 3rd row | LANDGE SAKSHI CHANGDEV |
| 4th row | LANDGE SAKSHI CHANGDEV |
| 5th row | LANDGE SAKSHI CHANGDEV |
| Value | Count | Frequency (%) |
| sanjay | 310 | 2.6% |
| navnath | 248 | 2.1% |
| santosh | 248 | 2.1% |
| vaishnavi | 186 | 1.6% |
| kiran | 186 | 1.6% |
| rajendra | 186 | 1.6% |
| rahul | 186 | 1.6% |
| sanika | 124 | 1.1% |
| vikram | 124 | 1.1% |
| more | 124 | 1.1% |
| Other values (144) | 9793 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 16550 | |
| 7810 | 9.3% | |
| H | 6508 | 7.8% |
| R | 5578 | 6.7% |
| S | 5392 | 6.4% |
| N | 5143 | 6.1% |
| E | 5020 | 6.0% |
| I | 4030 | 4.8% |
| K | 3719 | 4.4% |
| D | 3470 | 4.1% |
| Other values (14) | 20516 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 75926 | |
| Space Separator | 7810 | 9.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 16550 | |
| H | 6508 | 8.6% |
| R | 5578 | 7.3% |
| S | 5392 | 7.1% |
| N | 5143 | 6.8% |
| E | 5020 | 6.6% |
| I | 4030 | 5.3% |
| K | 3719 | 4.9% |
| D | 3470 | 4.6% |
| T | 2604 | 3.4% |
| Other values (13) | 17912 |
Space Separator
| Value | Count | Frequency (%) |
| 7810 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 75926 | |
| Common | 7810 | 9.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 16550 | |
| H | 6508 | 8.6% |
| R | 5578 | 7.3% |
| S | 5392 | 7.1% |
| N | 5143 | 6.8% |
| E | 5020 | 6.6% |
| I | 4030 | 5.3% |
| K | 3719 | 4.9% |
| D | 3470 | 4.6% |
| T | 2604 | 3.4% |
| Other values (13) | 17912 |
Common
| Value | Count | Frequency (%) |
| 7810 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 83736 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 16550 | |
| 7810 | 9.3% | |
| H | 6508 | 7.8% |
| R | 5578 | 6.7% |
| S | 5392 | 6.4% |
| N | 5143 | 6.1% |
| E | 5020 | 6.0% |
| I | 4030 | 4.8% |
| K | 3719 | 4.4% |
| D | 3470 | 4.1% |
| Other values (14) | 20516 |
Mother's Name
Text
| Distinct | 53 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 255.9 KiB |
Length
| Max length | 77 |
|---|---|
| Median length | 23 |
| Mean length | 10.095775 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ARCHANA |
|---|---|
| 2nd row | ARCHANA |
| 3rd row | ARCHANA |
| 4th row | ARCHANA |
| 5th row | ARCHANA |
| Value | Count | Frequency (%) |
| code | 372 | 5.2% |
| name | 372 | 5.2% |
| cie | 372 | 5.2% |
| ese | 372 | 5.2% |
| tot | 372 | 5.2% |
| gr | 372 | 5.2% |
| cr | 372 | 5.2% |
| pt | 372 | 5.2% |
| subject | 372 | 5.2% |
| asha | 124 | 1.7% |
| Other values (53) | 3719 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 7128 | |
| 3286 | 8.3% | |
| E | 3162 | 8.0% |
| I | 2788 | 7.1% |
| T | 2666 | 6.8% |
| S | 2665 | 6.8% |
| N | 2418 | 6.1% |
| R | 1922 | 4.9% |
| H | 1673 | 4.2% |
| C | 1550 | 3.9% |
| Other values (13) | 10166 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 36138 | |
| Space Separator | 3286 | 8.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 7128 | |
| E | 3162 | 8.7% |
| I | 2788 | 7.7% |
| T | 2666 | 7.4% |
| S | 2665 | 7.4% |
| N | 2418 | 6.7% |
| R | 1922 | 5.3% |
| H | 1673 | 4.6% |
| C | 1550 | 4.3% |
| O | 1054 | 2.9% |
| Other values (12) | 9112 |
Space Separator
| Value | Count | Frequency (%) |
| 3286 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 36138 | |
| Common | 3286 | 8.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 7128 | |
| E | 3162 | 8.7% |
| I | 2788 | 7.7% |
| T | 2666 | 7.4% |
| S | 2665 | 7.4% |
| N | 2418 | 6.7% |
| R | 1922 | 5.3% |
| H | 1673 | 4.6% |
| C | 1550 | 4.3% |
| O | 1054 | 2.9% |
| Other values (12) | 9112 |
Common
| Value | Count | Frequency (%) |
| 3286 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 39424 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 7128 | |
| 3286 | 8.3% | |
| E | 3162 | 8.0% |
| I | 2788 | 7.1% |
| T | 2666 | 6.8% |
| S | 2665 | 6.8% |
| N | 2418 | 6.1% |
| R | 1922 | 4.9% |
| H | 1673 | 4.2% |
| C | 1550 | 3.9% |
| Other values (13) | 10166 |
PRN No
Text
| Distinct | 63 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 255.5 KiB |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SU00001852 |
|---|---|
| 2nd row | SU00001852 |
| 3rd row | SU00001852 |
| 4th row | SU00001852 |
| 5th row | SU00001852 |
| Value | Count | Frequency (%) |
| su00001852 | 62 | 1.6% |
| su00001827 | 62 | 1.6% |
| su00001854 | 62 | 1.6% |
| su00001828 | 62 | 1.6% |
| su00001843 | 62 | 1.6% |
| su00001837 | 62 | 1.6% |
| su00001876 | 62 | 1.6% |
| su00001867 | 62 | 1.6% |
| su00001839 | 62 | 1.6% |
| su00001841 | 62 | 1.6% |
| Other values (53) | 3285 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 16054 | |
| 8 | 4525 | 11.6% |
| 1 | 4463 | 11.4% |
| S | 3905 | 10.0% |
| U | 3905 | 10.0% |
| 2 | 1054 | 2.7% |
| 3 | 1053 | 2.7% |
| 6 | 991 | 2.5% |
| 4 | 930 | 2.4% |
| 7 | 930 | 2.4% |
| Other values (2) | 1240 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 31240 | |
| Uppercase Letter | 7810 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 16054 | |
| 8 | 4525 | 14.5% |
| 1 | 4463 | 14.3% |
| 2 | 1054 | 3.4% |
| 3 | 1053 | 3.4% |
| 6 | 991 | 3.2% |
| 4 | 930 | 3.0% |
| 7 | 930 | 3.0% |
| 5 | 868 | 2.8% |
| 9 | 372 | 1.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 3905 | |
| U | 3905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 31240 | |
| Latin | 7810 | 20.0% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 16054 | |
| 8 | 4525 | 14.5% |
| 1 | 4463 | 14.3% |
| 2 | 1054 | 3.4% |
| 3 | 1053 | 3.4% |
| 6 | 991 | 3.2% |
| 4 | 930 | 3.0% |
| 7 | 930 | 3.0% |
| 5 | 868 | 2.8% |
| 9 | 372 | 1.2% |
Latin
| Value | Count | Frequency (%) |
| S | 3905 | |
| U | 3905 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 39050 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 16054 | |
| 8 | 4525 | 11.6% |
| 1 | 4463 | 11.4% |
| S | 3905 | 10.0% |
| U | 3905 | 10.0% |
| 2 | 1054 | 2.7% |
| 3 | 1053 | 2.7% |
| 6 | 991 | 2.5% |
| 4 | 930 | 2.4% |
| 7 | 930 | 2.4% |
| Other values (2) | 1240 | 3.2% |
SUBJECT NAME
Text
| Distinct | 62 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 303.3 KiB |
Length
| Max length | 41 |
|---|---|
| Median length | 34 |
| Mean length | 22.543662 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BASIC PROGRAMMING IN C |
|---|---|
| 2nd row | DATABASE MANAGEMENT SYSTEM |
| 3rd row | ELEMENTS OF INFORMATION TECHNOLOGY |
| 4th row | INTRODUCTION TO R PROGRAMMING |
| 5th row | INTRODUCTION TO DATA |
| Value | Count | Frequency (%) |
| lab | 1323 | 9.9% |
| on | 1323 | 9.9% |
| course | 1260 | 9.4% |
| data | 565 | 4.2% |
| and | 314 | 2.4% |
| programming | 252 | 1.9% |
| artificial | 252 | 1.9% |
| intelligence | 189 | 1.4% |
| introduction | 189 | 1.4% |
| to | 189 | 1.4% |
| Other values (103) | 7494 |
Most occurring characters
| Value | Count | Frequency (%) |
| 9194 | 10.4% | |
| A | 7616 | 8.7% |
| N | 6801 | 7.7% |
| I | 6422 | 7.3% |
| E | 6362 | 7.2% |
| O | 5920 | 6.7% |
| T | 5413 | 6.1% |
| S | 4849 | 5.5% |
| C | 4725 | 5.4% |
| R | 4598 | 5.2% |
| Other values (32) | 26133 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 72351 | |
| Space Separator | 9194 | 10.4% |
| Decimal Number | 5607 | 6.4% |
| Other Punctuation | 567 | 0.6% |
| Control | 251 | 0.3% |
| Dash Punctuation | 63 | 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 7616 | |
| N | 6801 | |
| I | 6422 | |
| E | 6362 | |
| O | 5920 | 8.2% |
| T | 5413 | 7.5% |
| S | 4849 | 6.7% |
| C | 4725 | 6.5% |
| R | 4598 | 6.4% |
| L | 4218 | 5.8% |
| Other values (16) | 15427 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1764 | |
| 1 | 1008 | |
| 2 | 756 | |
| 3 | 504 | 9.0% |
| 4 | 504 | 9.0% |
| 6 | 378 | 6.7% |
| 5 | 315 | 5.6% |
| 8 | 126 | 2.2% |
| 7 | 126 | 2.2% |
| 9 | 126 | 2.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 441 | |
| . | 63 | 11.1% |
| : | 63 | 11.1% |
Space Separator
| Value | Count | Frequency (%) |
| 9194 |
Control
| Value | Count | Frequency (%) |
| 251 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 63 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 72351 | |
| Common | 15682 | 17.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 7616 | |
| N | 6801 | |
| I | 6422 | |
| E | 6362 | |
| O | 5920 | 8.2% |
| T | 5413 | 7.5% |
| S | 4849 | 6.7% |
| C | 4725 | 6.5% |
| R | 4598 | 6.4% |
| L | 4218 | 5.8% |
| Other values (16) | 15427 |
Common
| Value | Count | Frequency (%) |
| 9194 | ||
| 0 | 1764 | 11.2% |
| 1 | 1008 | 6.4% |
| 2 | 756 | 4.8% |
| 3 | 504 | 3.2% |
| 4 | 504 | 3.2% |
| , | 441 | 2.8% |
| 6 | 378 | 2.4% |
| 5 | 315 | 2.0% |
| 251 | 1.6% | |
| Other values (6) | 567 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 88033 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 9194 | 10.4% | |
| A | 7616 | 8.7% |
| N | 6801 | 7.7% |
| I | 6422 | 7.3% |
| E | 6362 | 7.2% |
| O | 5920 | 6.7% |
| T | 5413 | 6.1% |
| S | 4849 | 5.5% |
| C | 4725 | 5.4% |
| R | 4598 | 5.2% |
| Other values (32) | 26133 |
CODE
Text
| Distinct | 62 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 256.5 KiB |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 10.257875 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BSC-DS101T |
|---|---|
| 2nd row | BSC-DS102T |
| 3rd row | BSC-DS103T |
| 4th row | BSC-DS104T |
| 5th row | BSC-DS105T |
| Value | Count | Frequency (%) |
| bsc-ds | 1007 | 20.5% |
| bsc-ds101t | 63 | 1.3% |
| bsc-ds205t | 63 | 1.3% |
| bsc-ds103t | 63 | 1.3% |
| bsc-ds104t | 63 | 1.3% |
| bsc-ds105t | 63 | 1.3% |
| bsc-ds106t | 63 | 1.3% |
| bsc-ds107t | 63 | 1.3% |
| bsc-ds108t | 63 | 1.3% |
| bsc-ds109p | 63 | 1.3% |
| Other values (53) | 3338 |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 7810 | |
| B | 3905 | |
| C | 3905 | |
| - | 3905 | |
| D | 3905 | |
| 0 | 3527 | |
| T | 2519 | 6.3% |
| 1 | 2079 | 5.2% |
| P | 1386 | 3.5% |
| 3 | 1134 | 2.8% |
| Other values (8) | 5982 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 23430 | |
| Decimal Number | 11715 | |
| Dash Punctuation | 3905 | 9.7% |
| Space Separator | 1007 | 2.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3527 | |
| 1 | 2079 | |
| 3 | 1134 | 9.7% |
| 2 | 1133 | 9.7% |
| 4 | 1071 | 9.1% |
| 5 | 881 | 7.5% |
| 6 | 819 | 7.0% |
| 7 | 378 | 3.2% |
| 9 | 378 | 3.2% |
| 8 | 315 | 2.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 7810 | |
| B | 3905 | |
| C | 3905 | |
| D | 3905 | |
| T | 2519 | 10.8% |
| P | 1386 | 5.9% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3905 |
Space Separator
| Value | Count | Frequency (%) |
| 1007 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 23430 | |
| Common | 16627 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 3905 | |
| 0 | 3527 | |
| 1 | 2079 | |
| 3 | 1134 | 6.8% |
| 2 | 1133 | 6.8% |
| 4 | 1071 | 6.4% |
| 1007 | 6.1% | |
| 5 | 881 | 5.3% |
| 6 | 819 | 4.9% |
| 7 | 378 | 2.3% |
| Other values (2) | 693 | 4.2% |
Latin
| Value | Count | Frequency (%) |
| S | 7810 | |
| B | 3905 | |
| C | 3905 | |
| D | 3905 | |
| T | 2519 | 10.8% |
| P | 1386 | 5.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40057 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 7810 | |
| B | 3905 | |
| C | 3905 | |
| - | 3905 | |
| D | 3905 | |
| 0 | 3527 | |
| T | 2519 | 6.3% |
| 1 | 2079 | 5.2% |
| P | 1386 | 3.5% |
| 3 | 1134 | 2.8% |
| Other values (8) | 5982 |
Internal
Real number (ℝ)
High correlation 
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.286044 |
| Minimum | 6 |
|---|---|
| Maximum | 30 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.8 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 10 |
| median | 12 |
| Q3 | 14 |
| 95-th percentile | 25 |
| Maximum | 30 |
| Range | 24 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4.8387283 |
|---|---|
| Coefficient of variation (CV) | 0.36419633 |
| Kurtosis | 2.459239 |
| Mean | 13.286044 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.772461 |
| Sum | 51882 |
| Variance | 23.413291 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 602 | |
| 11 | 596 | |
| 12 | 572 | |
| 13 | 498 | |
| 9 | 423 | |
| 14 | 416 | |
| 15 | 128 | 3.3% |
| 20 | 75 | 1.9% |
| 23 | 67 | 1.7% |
| 28 | 58 | 1.5% |
| Other values (15) | 470 |
| Value | Count | Frequency (%) |
| 6 | 2 | 0.1% |
| 7 | 41 | 1.0% |
| 8 | 45 | 1.2% |
| 9 | 423 | |
| 10 | 602 | |
| 11 | 596 | |
| 12 | 572 | |
| 13 | 498 | |
| 14 | 416 | |
| 15 | 128 | 3.3% |
| Value | Count | Frequency (%) |
| 30 | 20 | 0.5% |
| 29 | 26 | 0.7% |
| 28 | 58 | |
| 27 | 47 | |
| 26 | 33 | |
| 25 | 52 | |
| 24 | 58 | |
| 23 | 67 | |
| 22 | 49 | |
| 21 | 40 |
External
Real number (ℝ)
High correlation 
| Distinct | 56 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.46274 |
| Minimum | 14 |
|---|---|
| Maximum | 69 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.8 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 20 |
| median | 27 |
| Q3 | 32 |
| 95-th percentile | 49.8 |
| Maximum | 69 |
| Range | 55 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 10.17567 |
|---|---|
| Coefficient of variation (CV) | 0.37052641 |
| Kurtosis | 2.3277528 |
| Mean | 27.46274 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 1.313932 |
| Sum | 107242 |
| Variance | 103.54427 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 248 | 6.4% |
| 28 | 229 | 5.9% |
| 30 | 225 | 5.8% |
| 29 | 196 | 5.0% |
| 20 | 192 | 4.9% |
| 25 | 190 | 4.9% |
| 34 | 172 | 4.4% |
| 33 | 163 | 4.2% |
| 32 | 158 | 4.0% |
| 31 | 157 | 4.0% |
| Other values (46) | 1975 |
| Value | Count | Frequency (%) |
| 14 | 248 | |
| 15 | 110 | |
| 16 | 109 | |
| 17 | 140 | |
| 18 | 128 | |
| 19 | 111 | |
| 20 | 192 | |
| 21 | 153 | |
| 22 | 140 | |
| 23 | 151 |
| Value | Count | Frequency (%) |
| 69 | 3 | 0.1% |
| 68 | 2 | 0.1% |
| 67 | 3 | 0.1% |
| 66 | 10 | |
| 65 | 9 | |
| 64 | 9 | |
| 63 | 3 | 0.1% |
| 62 | 8 | |
| 61 | 8 | |
| 60 | 15 |
Total
Real number (ℝ)
High correlation  Zeros 
| Distinct | 79 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.9137 |
| Minimum | 0 |
|---|---|
| Maximum | 98 |
| Zeros | 111 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 31 |
| median | 38 |
| Q3 | 45 |
| 95-th percentile | 74 |
| Maximum | 98 |
| Range | 98 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 15.570865 |
|---|---|
| Coefficient of variation (CV) | 0.39011328 |
| Kurtosis | 2.1564852 |
| Mean | 39.9137 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.81065769 |
| Sum | 155863 |
| Variance | 242.45182 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 42 | 163 | 4.2% |
| 41 | 158 | 4.0% |
| 39 | 149 | 3.8% |
| 34 | 141 | 3.6% |
| 37 | 140 | 3.6% |
| 32 | 140 | 3.6% |
| 40 | 140 | 3.6% |
| 35 | 138 | 3.5% |
| 43 | 137 | 3.5% |
| 33 | 129 | 3.3% |
| Other values (69) | 2470 |
| Value | Count | Frequency (%) |
| 0 | 111 | |
| 21 | 10 | 0.3% |
| 22 | 11 | 0.3% |
| 23 | 57 | |
| 24 | 81 | |
| 25 | 91 | |
| 26 | 106 | |
| 27 | 126 | |
| 28 | 110 | |
| 29 | 119 |
| Value | Count | Frequency (%) |
| 98 | 1 | < 0.1% |
| 97 | 3 | 0.1% |
| 96 | 1 | < 0.1% |
| 95 | 2 | 0.1% |
| 94 | 3 | 0.1% |
| 93 | 3 | 0.1% |
| 92 | 4 | |
| 91 | 8 | |
| 90 | 7 | |
| 89 | 8 |
Grade
Categorical
High correlation 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 222.9 KiB |
| A+ | |
|---|---|
| A | |
| B+ | |
| O | |
| B | |
| Other values (2) |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.4522407 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | A+ |
|---|---|
| 2nd row | A |
| 3rd row | A |
| 4th row | A |
| 5th row | A+ |
Common Values
| Value | Count | Frequency (%) |
| A+ | 1286 | |
| A | 1168 | |
| B+ | 480 | 12.3% |
| O | 461 | 11.8% |
| B | 296 | 7.6% |
| C | 195 | 5.0% |
| D | 19 | 0.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| a | 2454 | |
| b | 776 | 19.9% |
| o | 461 | 11.8% |
| c | 195 | 5.0% |
| d | 19 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 2454 | |
| + | 1766 | |
| B | 776 | 13.7% |
| O | 461 | 8.1% |
| C | 195 | 3.4% |
| D | 19 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 3905 | |
| Math Symbol | 1766 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 2454 | |
| B | 776 | 19.9% |
| O | 461 | 11.8% |
| C | 195 | 5.0% |
| D | 19 | 0.5% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1766 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3905 | |
| Common | 1766 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 2454 | |
| B | 776 | 19.9% |
| O | 461 | 11.8% |
| C | 195 | 5.0% |
| D | 19 | 0.5% |
Common
| Value | Count | Frequency (%) |
| + | 1766 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5671 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 2454 | |
| + | 1766 | |
| B | 776 | 13.7% |
| O | 461 | 8.1% |
| C | 195 | 3.4% |
| D | 19 | 0.3% |
Credit
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 221.2 KiB |
| 2 | |
|---|---|
| 4 | |
| 3 | 252 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 3276 | |
| 4 | 377 | 9.7% |
| 3 | 252 | 6.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 3276 | |
| 4 | 377 | 9.7% |
| 3 | 252 | 6.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 3276 | |
| 4 | 377 | 9.7% |
| 3 | 252 | 6.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3905 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 3276 | |
| 4 | 377 | 9.7% |
| 3 | 252 | 6.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3905 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 3276 | |
| 4 | 377 | 9.7% |
| 3 | 252 | 6.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3905 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 3276 | |
| 4 | 377 | 9.7% |
| 3 | 252 | 6.5% |
Point
Real number (ℝ)
High correlation 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.1216389 |
| Minimum | 4 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.8 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.3193102 |
|---|---|
| Coefficient of variation (CV) | 0.16244383 |
| Kurtosis | 0.15294126 |
| Mean | 8.1216389 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.76354943 |
| Sum | 31715 |
| Variance | 1.7405793 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 1286 | |
| 8 | 1168 | |
| 7 | 480 | 12.3% |
| 10 | 461 | 11.8% |
| 6 | 296 | 7.6% |
| 5 | 195 | 5.0% |
| 4 | 19 | 0.5% |
| Value | Count | Frequency (%) |
| 4 | 19 | 0.5% |
| 5 | 195 | 5.0% |
| 6 | 296 | 7.6% |
| 7 | 480 | 12.3% |
| 8 | 1168 | |
| 9 | 1286 | |
| 10 | 461 | 11.8% |
| Value | Count | Frequency (%) |
| 10 | 461 | 11.8% |
| 9 | 1286 | |
| 8 | 1168 | |
| 7 | 480 | 12.3% |
| 6 | 296 | 7.6% |
| 5 | 195 | 5.0% |
| 4 | 19 | 0.5% |
Total Marks
Real number (ℝ)
High correlation 
| Distinct | 62 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2527.0412 |
| Minimum | 2137 |
|---|---|
| Maximum | 3127 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.0 KiB |
Quantile statistics
| Minimum | 2137 |
|---|---|
| 5-th percentile | 2168 |
| Q1 | 2281 |
| median | 2506 |
| Q3 | 2713 |
| 95-th percentile | 2971 |
| Maximum | 3127 |
| Range | 990 |
| Interquartile range (IQR) | 432 |
Descriptive statistics
| Standard deviation | 260.18206 |
|---|---|
| Coefficient of variation (CV) | 0.10295917 |
| Kurtosis | -0.87697874 |
| Mean | 2527.0412 |
| Median Absolute Deviation (MAD) | 223 |
| Skewness | 0.34598051 |
| Sum | 9868096 |
| Variance | 67694.707 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2271 | 124 | 3.2% |
| 2831 | 62 | 1.6% |
| 2533 | 62 | 1.6% |
| 2148 | 62 | 1.6% |
| 2506 | 62 | 1.6% |
| 2597 | 62 | 1.6% |
| 2636 | 62 | 1.6% |
| 2877 | 62 | 1.6% |
| 2686 | 62 | 1.6% |
| 3127 | 62 | 1.6% |
| Other values (52) | 3223 |
| Value | Count | Frequency (%) |
| 2137 | 62 | |
| 2148 | 62 | |
| 2154 | 62 | |
| 2168 | 62 | |
| 2179 | 62 | |
| 2188 | 62 | |
| 2198 | 62 | |
| 2210 | 62 | |
| 2232 | 62 | |
| 2246 | 62 |
| Value | Count | Frequency (%) |
| 3127 | 62 | |
| 3048 | 61 | |
| 3042 | 62 | |
| 2971 | 62 | |
| 2929 | 62 | |
| 2877 | 62 | |
| 2876 | 62 | |
| 2863 | 62 | |
| 2857 | 62 | |
| 2838 | 62 |
Percentage
Real number (ℝ)
High correlation 
| Distinct | 62 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.195818 |
| Minimum | 59.36 |
|---|---|
| Maximum | 86.86 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.0 KiB |
Quantile statistics
| Minimum | 59.36 |
|---|---|
| 5-th percentile | 60.22 |
| Q1 | 63.36 |
| median | 69.61 |
| Q3 | 75.36 |
| 95-th percentile | 82.53 |
| Maximum | 86.86 |
| Range | 27.5 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 7.2269692 |
|---|---|
| Coefficient of variation (CV) | 0.10295441 |
| Kurtosis | -0.87660712 |
| Mean | 70.195818 |
| Median Absolute Deviation (MAD) | 6.19 |
| Skewness | 0.34602984 |
| Sum | 274114.67 |
| Variance | 52.229084 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 63.08 | 124 | 3.2% |
| 78.64 | 62 | 1.6% |
| 70.36 | 62 | 1.6% |
| 59.67 | 62 | 1.6% |
| 69.61 | 62 | 1.6% |
| 72.14 | 62 | 1.6% |
| 73.22 | 62 | 1.6% |
| 79.92 | 62 | 1.6% |
| 74.61 | 62 | 1.6% |
| 86.86 | 62 | 1.6% |
| Other values (52) | 3223 |
| Value | Count | Frequency (%) |
| 59.36 | 62 | |
| 59.67 | 62 | |
| 59.83 | 62 | |
| 60.22 | 62 | |
| 60.53 | 62 | |
| 60.78 | 62 | |
| 61.06 | 62 | |
| 61.39 | 62 | |
| 62 | 62 | |
| 62.39 | 62 |
| Value | Count | Frequency (%) |
| 86.86 | 62 | |
| 84.67 | 61 | |
| 84.5 | 62 | |
| 82.53 | 62 | |
| 81.36 | 62 | |
| 79.92 | 62 | |
| 79.89 | 62 | |
| 79.53 | 62 | |
| 79.36 | 62 | |
| 78.83 | 62 |
CGPA
Real number (ℝ)
High correlation 
| Distinct | 55 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.1220845 |
| Minimum | 7.05 |
|---|---|
| Maximum | 9.41 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.0 KiB |
Quantile statistics
| Minimum | 7.05 |
|---|---|
| 5-th percentile | 7.14 |
| Q1 | 7.53 |
| median | 8.14 |
| Q3 | 8.6 |
| 95-th percentile | 9.16 |
| Maximum | 9.41 |
| Range | 2.36 |
| Interquartile range (IQR) | 1.07 |
Descriptive statistics
| Standard deviation | 0.63561188 |
|---|---|
| Coefficient of variation (CV) | 0.078257236 |
| Kurtosis | -1.0544963 |
| Mean | 8.1220845 |
| Median Absolute Deviation (MAD) | 0.54 |
| Skewness | 0.06723037 |
| Sum | 31716.74 |
| Variance | 0.40400247 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.9 | 124 | 3.2% |
| 7.53 | 124 | 3.2% |
| 7.89 | 124 | 3.2% |
| 8.51 | 124 | 3.2% |
| 7.52 | 124 | 3.2% |
| 8.58 | 124 | 3.2% |
| 8.14 | 124 | 3.2% |
| 7.65 | 124 | 3.2% |
| 8.75 | 62 | 1.6% |
| 8.98 | 62 | 1.6% |
| Other values (45) | 2789 |
| Value | Count | Frequency (%) |
| 7.05 | 62 | |
| 7.06 | 62 | |
| 7.11 | 62 | |
| 7.14 | 62 | |
| 7.22 | 62 | |
| 7.24 | 62 | |
| 7.27 | 62 | |
| 7.28 | 62 | |
| 7.3 | 62 | |
| 7.41 | 62 |
| Value | Count | Frequency (%) |
| 9.41 | 62 | |
| 9.28 | 61 | |
| 9.24 | 62 | |
| 9.16 | 62 | |
| 9.09 | 62 | |
| 8.98 | 62 | |
| 8.95 | 62 | |
| 8.9 | 124 | |
| 8.84 | 62 | |
| 8.77 | 62 |
Result
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.6 KiB |
| Pass |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Pass |
|---|---|
| 2nd row | Pass |
| 3rd row | Pass |
| 4th row | Pass |
| 5th row | Pass |
Common Values
| Value | Count | Frequency (%) |
| Pass | 3905 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| pass | 3905 |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 7810 | |
| P | 3905 | |
| a | 3905 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 11715 | |
| Uppercase Letter | 3905 | 25.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 7810 | |
| a | 3905 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 3905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 15620 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 7810 | |
| P | 3905 | |
| a | 3905 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15620 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 7810 | |
| P | 3905 | |
| a | 3905 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.1431498 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Female |
| 3rd row | Female |
| 4th row | Female |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Female | 2232 | |
| Male | 1673 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 2232 | |
| male | 1673 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6137 | |
| a | 3905 | |
| l | 3905 | |
| F | 2232 | 11.1% |
| m | 2232 | 11.1% |
| M | 1673 | 8.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 16179 | |
| Uppercase Letter | 3905 | 19.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6137 | |
| a | 3905 | |
| l | 3905 | |
| m | 2232 | 13.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 2232 | |
| M | 1673 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 20084 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6137 | |
| a | 3905 | |
| l | 3905 | |
| F | 2232 | 11.1% |
| m | 2232 | 11.1% |
| M | 1673 | 8.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20084 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6137 | |
| a | 3905 | |
| l | 3905 | |
| F | 2232 | 11.1% |
| m | 2232 | 11.1% |
| M | 1673 | 8.3% |
Semester
Real number (ℝ)
High correlation 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3060179 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.632416 |
|---|---|
| Coefficient of variation (CV) | 0.49377106 |
| Kurtosis | -1.1062258 |
| Mean | 3.3060179 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.14659598 |
| Sum | 12910 |
| Variance | 2.6647819 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 756 | |
| 3 | 756 | |
| 1 | 693 | |
| 2 | 693 | |
| 6 | 504 | |
| 5 | 503 |
| Value | Count | Frequency (%) |
| 1 | 693 | |
| 2 | 693 | |
| 3 | 756 | |
| 4 | 756 | |
| 5 | 503 | |
| 6 | 504 |
| Value | Count | Frequency (%) |
| 6 | 504 | |
| 5 | 503 | |
| 4 | 756 | |
| 3 | 756 | |
| 2 | 693 | |
| 1 | 693 |
Backlog
Boolean
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.3 KiB |
| False | |
|---|---|
| True | 111 |
| Value | Count | Frequency (%) |
| False | 3794 | |
| True | 111 | 2.8% |
Type
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 244.3 KiB |
| Theory | |
|---|---|
| Practical |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 7.0647887 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Theory |
|---|---|
| 2nd row | Theory |
| 3rd row | Theory |
| 4th row | Theory |
| 5th row | Theory |
Common Values
| Value | Count | Frequency (%) |
| Theory | 2519 | |
| Practical | 1386 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| theory | 2519 | |
| practical | 1386 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 3905 | |
| a | 2772 | |
| c | 2772 | |
| T | 2519 | |
| h | 2519 | |
| e | 2519 | |
| o | 2519 | |
| y | 2519 | |
| P | 1386 | 5.0% |
| t | 1386 | 5.0% |
| Other values (2) | 2772 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 23683 | |
| Uppercase Letter | 3905 | 14.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 3905 | |
| a | 2772 | |
| c | 2772 | |
| h | 2519 | |
| e | 2519 | |
| o | 2519 | |
| y | 2519 | |
| t | 1386 | 5.9% |
| i | 1386 | 5.9% |
| l | 1386 | 5.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 2519 | |
| P | 1386 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 27588 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 3905 | |
| a | 2772 | |
| c | 2772 | |
| T | 2519 | |
| h | 2519 | |
| e | 2519 | |
| o | 2519 | |
| y | 2519 | |
| P | 1386 | 5.0% |
| t | 1386 | 5.0% |
| Other values (2) | 2772 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 27588 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 3905 | |
| a | 2772 | |
| c | 2772 | |
| T | 2519 | |
| h | 2519 | |
| e | 2519 | |
| o | 2519 | |
| y | 2519 | |
| P | 1386 | 5.0% |
| t | 1386 | 5.0% |
| Other values (2) | 2772 |
Overall Category
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 259.5 KiB |
| First Class | |
|---|---|
| Distinction | |
| Second Class | 186 |
Length
| Max length | 12 |
|---|---|
| Median length | 11 |
| Mean length | 11.047631 |
| Min length | 11 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Distinction |
|---|---|
| 2nd row | Distinction |
| 3rd row | Distinction |
| 4th row | Distinction |
| 5th row | Distinction |
Common Values
| Value | Count | Frequency (%) |
| First Class | 2480 | |
| Distinction | 1239 | |
| Second Class | 186 | 4.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| class | 2666 | |
| first | 2480 | |
| distinction | 1239 | |
| second | 186 | 2.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 9051 | |
| i | 6197 | |
| t | 4958 | |
| 2666 | 6.2% | |
| C | 2666 | 6.2% |
| l | 2666 | 6.2% |
| a | 2666 | 6.2% |
| n | 2664 | 6.2% |
| F | 2480 | 5.7% |
| r | 2480 | 5.7% |
| Other values (6) | 4647 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 33904 | |
| Uppercase Letter | 6571 | 15.2% |
| Space Separator | 2666 | 6.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 9051 | |
| i | 6197 | |
| t | 4958 | |
| l | 2666 | 7.9% |
| a | 2666 | 7.9% |
| n | 2664 | 7.9% |
| r | 2480 | 7.3% |
| c | 1425 | 4.2% |
| o | 1425 | 4.2% |
| e | 186 | 0.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 2666 | |
| F | 2480 | |
| D | 1239 | |
| S | 186 | 2.8% |
Space Separator
| Value | Count | Frequency (%) |
| 2666 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 40475 | |
| Common | 2666 | 6.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 9051 | |
| i | 6197 | |
| t | 4958 | |
| C | 2666 | 6.6% |
| l | 2666 | 6.6% |
| a | 2666 | 6.6% |
| n | 2664 | 6.6% |
| F | 2480 | 6.1% |
| r | 2480 | 6.1% |
| c | 1425 | 3.5% |
| Other values (5) | 3222 | 8.0% |
Common
| Value | Count | Frequency (%) |
| 2666 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43141 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 9051 | |
| i | 6197 | |
| t | 4958 | |
| 2666 | 6.2% | |
| C | 2666 | 6.2% |
| l | 2666 | 6.2% |
| a | 2666 | 6.2% |
| n | 2664 | 6.2% |
| F | 2480 | 5.7% |
| r | 2480 | 5.7% |
| Other values (6) | 4647 |
Interactions
Correlations
| Backlog | CGPA | Credit | External | Gender | Grade | Internal | Overall Category | Percentage | Point | Seat No | Semester | Total | Total Marks | Type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Backlog | 1.000 | 0.194 | 0.057 | 0.188 | 0.000 | 0.179 | 0.130 | 0.117 | 0.194 | 0.179 | 0.043 | 0.165 | 0.999 | 0.194 | 0.092 |
| CGPA | 0.194 | 1.000 | 0.000 | 0.378 | 0.417 | 0.221 | 0.305 | 0.777 | 0.996 | 0.498 | 0.005 | -0.000 | 0.390 | 0.996 | 0.000 |
| Credit | 0.057 | 0.000 | 1.000 | 0.663 | 0.000 | 0.214 | 0.747 | 0.000 | 0.000 | 0.214 | 0.000 | 0.449 | 0.763 | 0.000 | 0.324 |
| External | 0.188 | 0.378 | 0.663 | 1.000 | 0.069 | 0.511 | 0.623 | 0.242 | 0.378 | 0.675 | 0.008 | 0.519 | 0.963 | 0.378 | 0.306 |
| Gender | 0.000 | 0.417 | 0.000 | 0.069 | 1.000 | 0.061 | 0.087 | 0.267 | 0.467 | 0.061 | 0.238 | 0.000 | 0.023 | 0.467 | 0.000 |
| Grade | 0.179 | 0.221 | 0.214 | 0.511 | 0.061 | 1.000 | 0.281 | 0.309 | 0.220 | 1.000 | 0.053 | 0.181 | 0.512 | 0.220 | 0.260 |
| Internal | 0.130 | 0.305 | 0.747 | 0.623 | 0.087 | 0.281 | 1.000 | 0.222 | 0.306 | 0.350 | -0.016 | 0.371 | 0.755 | 0.306 | 0.326 |
| Overall Category | 0.117 | 0.777 | 0.000 | 0.242 | 0.267 | 0.309 | 0.222 | 1.000 | 0.766 | 0.309 | 0.216 | 0.000 | 0.277 | 0.766 | 0.000 |
| Percentage | 0.194 | 0.996 | 0.000 | 0.378 | 0.467 | 0.220 | 0.306 | 0.766 | 1.000 | 0.497 | 0.002 | -0.000 | 0.391 | 1.000 | 0.000 |
| Point | 0.179 | 0.498 | 0.214 | 0.675 | 0.061 | 1.000 | 0.350 | 0.309 | 0.497 | 1.000 | 0.009 | 0.320 | 0.631 | 0.497 | 0.260 |
| Seat No | 0.043 | 0.005 | 0.000 | 0.008 | 0.238 | 0.053 | -0.016 | 0.216 | 0.002 | 0.009 | 1.000 | 0.000 | 0.005 | 0.002 | 0.000 |
| Semester | 0.165 | -0.000 | 0.449 | 0.519 | 0.000 | 0.181 | 0.371 | 0.000 | -0.000 | 0.320 | 0.000 | 1.000 | 0.527 | -0.000 | 0.184 |
| Total | 0.999 | 0.390 | 0.763 | 0.963 | 0.023 | 0.512 | 0.755 | 0.277 | 0.391 | 0.631 | 0.005 | 0.527 | 1.000 | 0.391 | 0.370 |
| Total Marks | 0.194 | 0.996 | 0.000 | 0.378 | 0.467 | 0.220 | 0.306 | 0.766 | 1.000 | 0.497 | 0.002 | -0.000 | 0.391 | 1.000 | 0.000 |
| Type | 0.092 | 0.000 | 0.324 | 0.306 | 0.000 | 0.260 | 0.326 | 0.000 | 0.000 | 0.260 | 0.000 | 0.184 | 0.370 | 0.000 | 1.000 |
Missing values
Sample
| Seat No | Name | Mother's Name | PRN No | SUBJECT NAME | CODE | Internal | External | Total | Grade | Credit | Point | Total Marks | Percentage | CGPA | Result | Gender | Semester | Backlog | Type | Overall Category | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2201036 | LANDGE SAKSHI CHANGDEV | ARCHANA | SU00001852 | BASIC PROGRAMMING IN C | BSC-DS101T | 12 | 26 | 38 | A+ | 2 | 9 | 2831.0 | 78.64 | 8.77 | Pass | Female | 1 | No | Theory | Distinction |
| 1 | 2201036 | LANDGE SAKSHI CHANGDEV | ARCHANA | SU00001852 | DATABASE MANAGEMENT SYSTEM | BSC-DS102T | 12 | 24 | 36 | A | 2 | 8 | 2831.0 | 78.64 | 8.77 | Pass | Female | 1 | No | Theory | Distinction |
| 2 | 2201036 | LANDGE SAKSHI CHANGDEV | ARCHANA | SU00001852 | ELEMENTS OF INFORMATION TECHNOLOGY | BSC-DS103T | 12 | 19 | 31 | A | 2 | 8 | 2831.0 | 78.64 | 8.77 | Pass | Female | 1 | No | Theory | Distinction |
| 3 | 2201036 | LANDGE SAKSHI CHANGDEV | ARCHANA | SU00001852 | INTRODUCTION TO R PROGRAMMING | BSC-DS104T | 10 | 20 | 30 | A | 2 | 8 | 2831.0 | 78.64 | 8.77 | Pass | Female | 1 | No | Theory | Distinction |
| 4 | 2201036 | LANDGE SAKSHI CHANGDEV | ARCHANA | SU00001852 | INTRODUCTION TO DATA | BSC-DS105T | 11 | 26 | 37 | A+ | 2 | 9 | 2831.0 | 78.64 | 8.77 | Pass | Female | 1 | No | Theory | Distinction |
| 5 | 2201036 | LANDGE SAKSHI CHANGDEV | ARCHANA | SU00001852 | PROBABILITY AND BASIC STATISTICS | BSC-DS106T | 11 | 23 | 34 | A | 2 | 8 | 2831.0 | 78.64 | 8.77 | Pass | Female | 1 | No | Theory | Distinction |
| 6 | 2201036 | LANDGE SAKSHI CHANGDEV | ARCHANA | SU00001852 | MATRIX COMPUTATIONS | BSC-DS107T | 12 | 20 | 32 | A | 2 | 8 | 2831.0 | 78.64 | 8.77 | Pass | Female | 1 | No | Theory | Distinction |
| 7 | 2201036 | LANDGE SAKSHI CHANGDEV | ARCHANA | SU00001852 | DISCRETE MATHEMATICS | BSC-DS108T | 13 | 30 | 43 | A+ | 2 | 9 | 2831.0 | 78.64 | 8.77 | Pass | Female | 1 | No | Theory | Distinction |
| 8 | 2201036 | LANDGE SAKSHI CHANGDEV | ARCHANA | SU00001852 | LAB COURSE ON 101 | BSC-DS109P | 12 | 29 | 41 | A+ | 2 | 9 | 2831.0 | 78.64 | 8.77 | Pass | Female | 1 | No | Practical | Distinction |
| 9 | 2201036 | LANDGE SAKSHI CHANGDEV | ARCHANA | SU00001852 | LAB COURSE ON 102 | BSC-DS110P | 12 | 27 | 39 | A+ | 2 | 9 | 2831.0 | 78.64 | 8.77 | Pass | Female | 1 | No | Practical | Distinction |
| Seat No | Name | Mother's Name | PRN No | SUBJECT NAME | CODE | Internal | External | Total | Grade | Credit | Point | Total Marks | Percentage | CGPA | Result | Gender | Semester | Backlog | Type | Overall Category | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4278 | 2207074 | DAWARE PRAJAKTA SANJAY | JOYTI | SU00001829 | DATA COMMUNICATION AND NETWORKING | BSC-DS311T | 10 | 26 | 36 | A | 2 | 8 | 2693.0 | 74.81 | 8.51 | Pass | Female | 3 | No | Theory | Distinction |
| 4279 | 2207074 | DAWARE PRAJAKTA SANJAY | JOYTI | SU00001829 | LAB COURSE ON 311 | BSC-DS312P | 10 | 25 | 35 | A | 2 | 8 | 2693.0 | 74.81 | 8.51 | Pass | Female | 3 | No | Practical | Distinction |
| 4280 | 2207074 | DAWARE PRAJAKTA SANJAY | JOYTI | SU00001829 | ARTIFICIAL INTELLIGENCE IN DATA SCIENCE | BSC-DS 501T | 27 | 48 | 75 | A+ | 4 | 9 | 2693.0 | 74.81 | 8.51 | Pass | Female | 5 | No | Theory | Distinction |
| 4281 | 2207074 | DAWARE PRAJAKTA SANJAY | JOYTI | SU00001829 | DATA VISUALIZATION AND DATA STORY\nTELLING | BSC-DS 502T | 28 | 48 | 76 | A+ | 4 | 9 | 2693.0 | 74.81 | 8.51 | Pass | Female | 5 | No | Theory | Distinction |
| 4282 | 2207074 | DAWARE PRAJAKTA SANJAY | JOYTI | SU00001829 | CLOUD COMPUTING ESSENTIALS | BSC-DS 503T | 30 | 52 | 82 | A+ | 4 | 9 | 2693.0 | 74.81 | 8.51 | Pass | Female | 5 | No | Theory | Distinction |
| 4283 | 2207074 | DAWARE PRAJAKTA SANJAY | JOYTI | SU00001829 | LAB COURSE ON 501 | BSC-DS 505P | 12 | 26 | 38 | A+ | 2 | 9 | 2693.0 | 74.81 | 8.51 | Pass | Female | 5 | No | Practical | Distinction |
| 4284 | 2207074 | DAWARE PRAJAKTA SANJAY | JOYTI | SU00001829 | LAB COURSE ON 502 | BSC-DS 506P | 14 | 34 | 48 | O | 2 | 10 | 2693.0 | 74.81 | 8.51 | Pass | Female | 5 | No | Practical | Distinction |
| 4285 | 2207074 | DAWARE PRAJAKTA SANJAY | JOYTI | SU00001829 | LAB COURSE ON 503 | BSC-DS 507P | 14 | 33 | 47 | O | 2 | 10 | 2693.0 | 74.81 | 8.51 | Pass | Female | 5 | No | Practical | Distinction |
| 4286 | 2207074 | DAWARE PRAJAKTA SANJAY | JOYTI | SU00001829 | ARTIFICIAL INTELLIGENCE ETHICS | BSC-DS 509T | 10 | 34 | 44 | A+ | 2 | 9 | 2693.0 | 74.81 | 8.51 | Pass | Female | 5 | No | Theory | Distinction |
| 4287 | 2207074 | DAWARE PRAJAKTA SANJAY | JOYTI | SU00001829 | LAB COURSE ON 509 | BSC-DS 510P | 14 | 32 | 46 | O | 2 | 10 | 2693.0 | 74.81 | 8.51 | Pass | Female | 5 | No | Practical | Distinction |